





'''simple docstring'''






# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import argparse

from ...utils.dataclasses import (
    ComputeEnvironment,
    DistributedType,
    DynamoBackend,
    PrecisionType,
    SageMakerDistributedType,
)
from ..menu import BulletMenu


A_		:  Dict		 =						[
    "EAGER",
    "AOT_EAGER",
    "INDUCTOR",
    "NVFUSER",
    "AOT_NVFUSER",
    "AOT_CUDAGRAPHS",
    "OFI",
    "FX2TRT",
    "ONNXRT",
    "IPEX",
]



def        UpperCamelCase__		(						__magic_name__  :   List[Any]		,       __magic_name__  :   List[Any]=None		,       __magic_name__  :   List[str]=None		,       __magic_name__  :   List[str]=None      )				->			Dict:
 '''simple docstring'''






 snake_case__     :					Optional[int]    =  True
 while ask_again:
  snake_case__     :					Optional[Any]    =  input(__magic_name__      )
  try:
   if default is not None and len(__magic_name__      ) == 0:
    return default
   return convert_value(__magic_name__      ) if convert_value is not None else result
  except Exception:
   if error_message is not None:
    print(__magic_name__      )



def        UpperCamelCase__		(						__magic_name__  :   List[str]		,       __magic_name__  :   Any=[]		,       __magic_name__  :   Optional[int]=None		,       __magic_name__  :   int=0      )				->			Optional[int]:
 '''simple docstring'''






 snake_case__     :					Union[str, Any]    =  BulletMenu(__magic_name__		,       __magic_name__      )
 snake_case__     :					Optional[Any]    =  menu.run(default_choice=__magic_name__      )
 return convert_value(__magic_name__      ) if convert_value is not None else result



def        UpperCamelCase__		(						__magic_name__  :   Any      )				->			int:
 '''simple docstring'''






 snake_case__     :					Tuple    =  int(__magic_name__      )
 return ComputeEnvironment(["""LOCAL_MACHINE""", """AMAZON_SAGEMAKER"""][value]      )



def        UpperCamelCase__		(						__magic_name__  :   str      )				->			Tuple:
 '''simple docstring'''






 snake_case__     :					List[Any]    =  int(__magic_name__      )
 return DistributedType(["""NO""", """MULTI_CPU""", """MULTI_XPU""", """MULTI_GPU""", """MULTI_NPU""", """TPU"""][value]      )



def        UpperCamelCase__		(						__magic_name__  :   List[str]      )				->			List[Any]:
 '''simple docstring'''






 snake_case__     :					Union[str, Any]    =  int(__magic_name__      )
 return DynamoBackend(DYNAMO_BACKENDS[value]      ).value



def        UpperCamelCase__		(						__magic_name__  :   List[str]      )				->			Union[str, Any]:
 '''simple docstring'''






 snake_case__     :					Optional[Any]    =  int(__magic_name__      )
 return PrecisionType(["""no""", """fp16""", """bf16""", """fp8"""][value]      )



def        UpperCamelCase__		(						__magic_name__  :   Optional[int]      )				->			List[Any]:
 '''simple docstring'''






 snake_case__     :					Optional[Any]    =  int(__magic_name__      )
 return SageMakerDistributedType(["""NO""", """DATA_PARALLEL""", """MODEL_PARALLEL"""][value]      )



def        UpperCamelCase__		(						__magic_name__  :   Dict      )				->			Tuple:
 '''simple docstring'''






 return {"yes": True, "no": False}[value.lower()]





class 					__snake_case  (					argparse.RawDescriptionHelpFormatter							):






   '''simple docstring'''





   def 		__UpperCamelCase						(							self	,		__SCREAMING_SNAKE_CASE	,		__SCREAMING_SNAKE_CASE	,		__SCREAMING_SNAKE_CASE	,		__SCREAMING_SNAKE_CASE       ):
    snake_case__     :					str    =  super()._format_usage(__SCREAMING_SNAKE_CASE	,		__SCREAMING_SNAKE_CASE	,		__SCREAMING_SNAKE_CASE	,		__SCREAMING_SNAKE_CASE       )
    snake_case__     :					str    =  usage.replace("""<command> [<args>] """	,		""""""       )
    return usage












"""simple docstring"""


def        UpperCAmelCase      (					a__     ,      a__ ):





						'''simple docstring'''






						lowerCAmelCase   :Tuple						=			len(a__ )
						print('The following activities are selected:' )

						# The first activity is always selected
						lowerCAmelCase   :Dict						=			0
						print(a__     ,      end=',' )

						# Consider rest of the activities
						for j in range(a__ ):
												# If this activity has start time greater than
												# or equal to the finish time of previously
												# selected activity, then select it
												if start[j] >= finish[i]:
																		print(a__     ,      end=',' )
																		lowerCAmelCase   :List[str]						=			j


if __name__ == "__main__":
		import doctest

		doctest.testmod()

		__SCREAMING_SNAKE_CASE   =   [1, 3, 0, 5, 8, 5]
		__SCREAMING_SNAKE_CASE   =   [2, 4, 6, 7, 9, 9]
		print_max_activities(start, finish)